img_width, img_height = 299, 299
num_channels = 3
train_data = 'data/train'
valid_data = 'data/valid'
num_classes = 80
num_train_samples = 53879
num_valid_samples = 7120
verbose = 1
batch_size = 32
num_epochs = 1000
patience = 50
best_model = 'model.11-0.6262.hdf5'